Run
521681

Run 521681

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9170.0905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3597
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.219
UserCPU time millis testing
0.241
UserCPU time millis training
1.978